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Development of an Artificial Intelligence-Based Predictive Model for Progression fromPreserved Ratio lmpaired Spirometry (PRlSm) to Chronic Obstructive Pulmonary Disease(COPD) Using Multimodal Data Fusion

Development of an Artificial Intelligence-Based Predictive Model for Progression fromPreserved Ratio lmpaired Spirometry (PRlSm) to Chronic Obstructive Pulmonary Disease(COPD) Using Multimodal Data Fusion

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500101393
Enrollment
Unknown
Registered
2025-04-24
Start date
2025-05-05
Completion date
Unknown
Last updated
2025-04-28

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Preserved Ratio lmpaired Spirometry

Interventions

Case series :None

Sponsors

Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: 1. Age >=40 years old, gender is not limited; 2. Meeting diagnostic criteria for Preserved Ratio lmpaired Spirometry (PRlSm) as per current international guidelines; 3. Willing to wear flexible wearable devices as required; 4. Be able to cooperate with the completion of assessment questionnaires and necessary tests such as lung function, lung imaging and blood collection; 5. Signed informed consent.

Exclusion criteria

Exclusion criteria: 1. Acute respiratory system infection; 2. A history of pulmonary resection; 3. Suffering from interstitial lung disease; 4. Are receiving medication that may affect lung function, such as long-term use of glucocorticoids or other immunosuppressants; 5. Suffering from malignant tumors; 6. There are contraindications of lung imaging detection, such as people with cardiac pacemakers and pregnant women; 7. There are contraindications in blood collection, such as coagulation disorders, fainting blood and fainting needles; 8. The combination of other system diseases resulting in inability to understand the researcher's instructions and inability to cooperate with standard tests; 9. Patients with orthopedic diseases, old age, inability to walk independently, pregnant women and other impact assessments.

Design outcomes

Primary

MeasureTime frame
Lung function;Modified Medical Research Council;COPD Assessment Test;High-resolution lung CT imaging indexes;TCM constitution classification and judgment;Incremental Shuttle Walking Test;30-second Sit-to-Stand Test;Body fat content, body fat percentage, muscle mass, etc;Activity amount and activity intensity ratio;

Countries

China

Contacts

Public ContactHe Yuchen

Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine

519122134@qq.com+86 137 6111 2395

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026